We extract article text, breaking news alerts, live blog updates, author bylines, and video metadata from NBC News. Delivered as clean JSON, CSV, or Parquet to S3, BigQuery, or Snowflake on your cadence.
Structured, schema-consistent data across all major object types — delivered clean, typed, and ready to query.
Complete list of extractable fields for Articles objects from nbcnews.com. All fields typed and schema-versioned.
"article_url": "https://www.nbcnews.com/politics/white-house/sample-article", "headline": "White House announces new infrastructure funding", "author": "Jane Doe", "published_date": "2026-05-12T14:30:00Z", "category": "Politics", "content_text": "The White House detailed a new infrastructure spending plan today...", "tags": "['Infrastructure', 'White House', 'Congress']"
| # | article_url | headline | subheadline | author | published_date | updated_date |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Live Blogs objects from nbcnews.com. All fields typed and schema-versioned.
"blog_id": "live-blog-89210", "url": "https://www.nbcnews.com/news/us-news/live-blog/storm-tracking", "headline": "Live updates: Major winter storm hits the Northeast", "status": "Active", "last_updated": "2026-02-10T09:15:00Z", "entry_content": "Snowfall rates have reached 2 inches per hour in Boston."
| # | blog_id | url | headline | status | last_updated | entries |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Authors objects from nbcnews.com. All fields typed and schema-versioned.
"author_name": "John Smith", "author_url": "https://www.nbcnews.com/author/john-smith", "role": "Senior Political Reporter", "twitter_handle": "@johnsmithNBC", "article_count": 412, "last_active": "2026-05-11T18:20:00Z"
| # | author_name | author_url | role | bio | twitter_handle | recent_articles |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Video Metadata objects from nbcnews.com. All fields typed and schema-versioned.
"video_id": "vid-7849302", "title": "Nightly News Full Broadcast", "duration": "22:15", "publish_date": "2026-05-11T23:00:00Z", "show_name": "NBC Nightly News", "transcript_available": true
| # | video_id | title | description | duration | publish_date | thumbnail_url |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Complete list of extractable fields for Categories objects from nbcnews.com. All fields typed and schema-versioned.
"section_name": "Business", "section_url": "https://www.nbcnews.com/business", "top_story_headline": "Markets rally after inflation report", "trending_topics": "['Inflation', 'Federal Reserve', 'Tech Stocks']", "scraped_at": "2026-05-12T10:00:00Z", "page_depth": 1
| # | section_name | section_url | top_story_url | top_story_headline | trending_topics | article_urls |
|---|---|---|---|---|---|---|
| 1 | ||||||
| 2 | ||||||
| 3 |
Our NBC News scraper captures every layer of the publication. We extract static articles, dynamically updating live blogs, video metadata, and author profiles with high fidelity.
Extract complete body copy, subheadlines, embedded links, and image captions from standard news articles.
Poll active live blogs for breaking news events. Capture individual timestamped entries, authors, and status updates.
Track reporter output. Extract author bios, social handles, and historical article lists per journalist.
Parse NBC News video player objects to extract duration, show names, publication dates, and available transcripts.
Map articles to their primary sections (Politics, Health, World) and extract granular topic tags.
Capture both initial publication times and last-updated timestamps to track story evolution.
Input keywords to extract historical articles matching specific topics or entities across the NBC archive.
Configure high-frequency runs for front-page monitoring or daily sweeps for archival storage.
We strip ads, tracking pixels, and boilerplate navigation to deliver pure editorial content.
Brief in. Clean data out.
Provide categories, keywords, or author lists. We design the extraction schema together.
We configure Scrapy crawlers, proxy rotation, and parsing logic for nbcnews.com.
Schema validation, null-rate checks, and text formatting verification before full launch.
JSON / CSV / Parquet pushed to your S3 bucket, BigQuery dataset, or Snowflake stage on agreed cadence.
News publishers use complex front-end frameworks and dynamic loading. Here is how we extract clean data from NBC News.
NBC News live blogs update dynamically via background API calls. We use Playwright to execute JavaScript and intercept network payloads, ensuring we capture real-time updates without missing intermediate entries.
Article bodies are heavily interleaved with ad slots, newsletter sign-ups, and related-article widgets. Our parsers target specific editorial DOM nodes, stripping out commercial noise to deliver clean, contiguous text.
Historical articles require traversing infinite-scroll category pages. We simulate user scrolling and intercept pagination tokens to reliably extract older articles without triggering bot protections.
High-frequency polling of the front page or breaking news feeds can trigger rate limits. We distribute requests across US residential IPs to maintain steady extraction volume.
NBC News uses different layout templates for standard articles, long-form features, and video-centric posts. We build fallback selector chains to handle all template variations within a single unified schema.
PR firms and corporate communications teams track brand mentions, sentiment, and quote accuracy across mainstream news output.
AI research teams ingest high-quality, editorially vetted news text to train large language models on current events and journalistic writing styles.
Think tanks and campaign strategists monitor political coverage, tracking which topics receive front-page placement and author bias.
Quantitative funds correlate breaking news alerts and business section headlines with market movements.
Researchers analyse tag frequency and category volume over time to identify emerging cultural or economic trends.
Rival media organisations benchmark publication velocity, video output, and author productivity against NBC News.
"Mainstream news output is a critical signal for market sentiment and political shifts. Extracting it reliably requires handling dynamic layouts and constant front-end changes."
Parsing a news site looks simple until you scale. Live blogs, video embeds, interactive graphics, and A/B tested layouts constantly break naive scrapers. DataFlirt maintains the selectors, handles the JavaScript rendering, and delivers clean text so your data science team can focus on NLP and sentiment analysis rather than DOM parsing.
Everything supported by our nbcnews.com scraper — rendered SPA elements, auth walls, rate-limit evasion and beyond.
Open-source tooling on proven cloud infra — no vendor lock-in, full observability.
Scrapy handles crawl orchestration and deduplication. Playwright handles JavaScript rendering for live blogs and dynamic content loading.
We maintain pools of US residential ISP proxies. Rotation happens per-request to prevent rate-limiting during high-frequency breaking news polling.
Pipelines run on AWS Lambda. Airflow handles scheduling, dependency management, and SLA alerting. All state stored in managed Postgres.
Data delivered to where your team already works — no new tooling required.
About nbcnews.com scraping, legality, and pipeline operations.
Ask us directly →Scraping publicly available news articles is generally permissible under applicable law. DataFlirt targets only public, non-authenticated editorial content. We do not extract user data or bypass paywalls. Clients should review copyright implications for their specific downstream use cases, especially regarding LLM training.
For monitored sections or live blogs, we can configure polling intervals as low as 60 seconds, delivering updates via Webhook for real-time alerting.
Yes. We can traverse category pages and site maps to extract historical corpora, subject to the availability of the content on the live site.
No. We extract video metadata (titles, descriptions, durations, URLs, and text transcripts if available), but we do not download or host the raw MP4 video files.
We track unique article URLs and monitor the 'last updated' timestamps. When an article is revised, we can emit a new record with the updated text and timestamp.
Pricing is based on extraction volume and frequency. Daily sweeps of specific categories cost less than sub-minute polling of live blogs. Contact us with your requirements for a specific quote.
20-minute scoping call. Pilot dataset within the week. Production within two. Whether you need a one-off historical corpus extraction or a continuous feed of breaking news alerts, we build and operate the pipeline. Tell us what you need.
